Kido Autonomous Skill Distiller — Closed-Loop Failure Harvesting & Skill Graduation

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    Continuous learning engine that captures hard-won production debug traces, git diffs, and incident transcripts into durable AI agent skills. Automatically drafts, tests in sandbox worktrees, and gradu

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    Claude CodeClaude CodeCursorCursorCodex CLICodex CLIMuseMuseDotsDots+21 more

    About this skill

    Kido Autonomous Skill Distiller — Closed-Loop Failure Harvesting & Skill Graduation

    Continuous learning engine that captures hard-won production debug traces, git diffs, and incident transcripts into durable AI agent skills. Automatically drafts, tests in sandbox worktrees, and graduates production skills with zero knowledge evaporation by Dương Phúc Khánh (Duong Phuc Khanh · Kido — blog.khanhdp.com | khanhdp.com)

    Key Capabilities

    • Automated mining of session transcripts and git diffs after resolving complex bugs
    • Drafting standardized SKILL.md specs with frontmatter, trigger phrases, and battle drills
    • Sandbox validation and verification testing before promotion
    • Automatic propagation across local and global agent configuration registries

    Author: Dương Phúc Khánh (Duong Phuc Khanh · Kido) — blog.khanhdp.com | khanhdp.com/about

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    How to use

    1. 1

      Connect your agent to the Agensi MCP

      Copy the prompt and paste it into Claude, ChatGPT, Cursor or any agent that supports MCP. It sets up the connection for you. Manual setup

    2. 2

      Sign in to Agensi

      Your agent shows a sign-in link. Sign in and click Allow.

    3. 3

      Ask for what you need

      Your agent loads this skill and uses it on your task. It always asks before any payment.

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    Frequently Asked Questions

    Continuous learning engine that captures hard-won production debug traces, git diffs, and incident transcripts into durable AI agent skills. Automatically drafts, tests in sandbox worktrees, and gradu

    This skill uses the open SKILL.md standard. Use it through an MCP-compatible agent connected to Agensi, and check the compatibility information on this page for confirmed agents and required capabilities.

    Connect your AI agent to Agensi through MCP, then ask it to use Kido Autonomous Skill Distiller — Closed-Loop Failure Harvesting & Skill Graduation on your task. Your agent loads the latest approved version each time. Paid skills require a purchase or active subscription. Skill files are not available for download; your licence does not allow you to save, copy or export any part of a skill.

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